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Summary of Changes

Hello @junrushao, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request significantly enhances the TVM-FFI documentation by introducing a dedicated and in-depth guide to its object and class system. This new resource clarifies how TVM-FFI facilitates cross-language interoperability through its unique object model, covering everything from C++ class definition and Python binding to memory management and serialization. The addition aims to provide a clearer and more comprehensive understanding for developers working with TVM-FFI objects.

Highlights

  • New Object System Documentation: A comprehensive guide (docs/concepts/object_and_class.rst) has been added, detailing the TVM-FFI object system, including Object and ObjectRef, type safety, intrusive reference counting, reflection, and serialization.
  • Documentation Cross-Referencing: Existing documentation files (docs/concepts/any.rst and docs/concepts/tensor.rst) have been updated to link to this new comprehensive object system guide, providing better navigation and context.
  • Table of Contents Update: The main documentation index (docs/index.rst) has been updated to include the new object system documentation, making it discoverable within the overall documentation structure.

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Code Review

This pull request introduces a new, comprehensive documentation page for the TVM-FFI Object and Class system. The changes are well-structured and provide valuable information. My review focuses on improving the clarity and correctness of the code examples within the new documentation to ensure they are consistent and easy for readers to follow.

@junrushao junrushao marked this pull request as ready for review January 9, 2026 08:26
@junrushao junrushao force-pushed the 2026-01-08/doc-obj branch 2 times, most recently from 06ef7f1 to 36be343 Compare January 9, 2026 08:51
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/gemini Review

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Code Review

This pull request introduces a new comprehensive documentation page for the TVM-FFI Object and Class system. The new page is well-structured and covers the topic in detail. The changes also include updating existing documentation to link to this new page.

My review focuses on the new documentation file. I've found a few minor inconsistencies and incompleteness in the code examples, for which I've provided suggestions to improve clarity and correctness. Overall, this is a great addition to the documentation.

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/gemini Review

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Code Review

This pull request introduces comprehensive documentation for the TVM-FFI object and class system. The new object_and_class.rst document is well-structured and detailed. The changes also include updates to other documents to link to this new guide, improving the overall navigation and discoverability of concepts. My review includes a few suggestions to improve clarity and readability in the new documentation file.

@tqchen tqchen merged commit e8028e8 into apache:main Jan 9, 2026
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